Multi-step remote packet broadcasting/multicasting mechanism for cognitive systems

ABSTRACT

A method, system, and data structure for sending data in a network which includes a plurality of nodes is provided. The method includes sending the data from a source node to an intermediate node. The method also includes sending the data from the intermediate node to plural destination nodes within a portion of the network. The portion is defined based on at least one physical distance from the intermediate node.

BACKGROUND Technical Field

The present invention relates to sending of data in a network.

Description of the Related Art

Recently, various techniques have been known regarding sending of datain a network.

SUMMARY

According to an embodiment of the present invention, there is provided amethod for sending data in a network which includes a plurality ofnodes. The method includes sending the data from a source node to anintermediate node. The method further includes sending the data from theintermediate node to a plurality of destination nodes within a portionof the network. The portion is defined based on at least one physicaldistance from the intermediate node.

According to another embodiment of the present invention, there isprovided a network system including a plurality of nodes. The networksystem includes a source node, an intermediate node, and a plurality ofdestination nodes. In the network system, the source node sends data tothe intermediate node. The intermediate node sends the data to theplurality of destination nodes. The plurality of destination nodes beingwithin a portion of the network system. The portion is defined based onat least one physical distance from the intermediate node.

According to yet another embodiment of the present invention, there isprovided a structure of data sent in a network which includes aplurality of nodes. The structure includes a first field storinginformation indicating an intermediate node to which a source node sendsthe data. The structure further includes a second field storinginformation indicating at least one physical distance from theintermediate node. The at least one physical distance defines a portionof the network. The portion includes a plurality of destination nodes towhich the intermediate node sends the data.

These and other features and advantages will become apparent from thefollowing detailed description of illustrative embodiments thereof,which is to be read in connection with the accompanying drawings.

BRIEF DESCRIPTION OF THE DRAWINGS

The following description will provide details of preferred embodimentswith reference to the following figures wherein:

FIGS. 1A and 1B depict schematic diagrams illustrating an example oftwo-step packet broadcasting using a physical distance according to apreferred exemplary embodiment of the present invention.

FIG. 2 depicts a schematic diagram illustrating an example of the secondstep of the two-step packet broadcasting using the physical distance ona two-dimensional plane.

FIGS. 3A and 3B depict schematic diagrams illustrating an example of apacket format for the 3D mesh-connected network in the preferredexemplary embodiment.

FIGS. 4A, 4B, 4C, 4D, 4E, 4F, and 4G depict schematic diagramsillustrating an example of a routing strategy for avoiding duplicatedpackets in the destination portion.

FIG. 5 depicts a sequence chart representing an example of an operationof a 3D mesh-connected network according to the preferred exemplaryembodiment.

FIGS. 6A, 6B, 6C, and 6D depict schematic diagrams illustrating adifference between hop control in a conventional technique and physicaldistance control in the preferred exemplary embodiment.

FIG. 7 depicts an example of a hardware configuration of a computeraccording to exemplary embodiments of the present invention.

DETAILED DESCRIPTION

Hereinafter, exemplary embodiments of the present invention will bedescribed in detail with reference to the attached drawings.

It is to be noted that the present invention is not limited to theseexemplary embodiments to be given below and may be implemented withvarious modifications within the scope of the present invention. Inaddition, the drawings used herein are for purposes of illustration andnot limiting, and may not show actual dimensions.

Recently, there have been developed machine intelligence systems whichuse a three-dimensional (3D) mesh-connected network designed after ahuman brain. In the human brain, a neural signal generated at a site maybe transmitted to a remote site. The machine intelligence systemssimulate this neural signal flow by sending a packet from a source nodeto a destination portion remote from the source node in the 3Dmesh-connected network. Specifically, the machine intelligence systemsmay send a packet using two-step packet broadcasting. The two-steppacket broadcasting indicates that the source node sends a packet to aprimary node in the destination portion (hereinafter referred to as a“primary destination node”), and the primary destination node sends thepacket to all nodes in the destination portion.

However, in the human brain, a neural signal may be transmitted from theremote site to outside of the remote site by a shortcut link. Theshortcut link may be generated to transmit the neural signal quicklybetween two sites, if the neural signal is often sent between the twosites.

In view of this, the exemplary embodiments provide two-step packetbroadcasting using a physical distance. The two-step packet broadcastingusing the physical distance indicates that the source node sends apacket to the primary destination node, and the primary destination nodesends the packet to all nodes in the destination portion determined, notbased on the number of hops, but based on the physical distance. Thenumber of hops indicates the number of nodes through which the packetpasses after starting at one node and before arriving at another node.Meanwhile, the physical distance indicates a distance calculated usingpositions of two nodes. Each of the positions may not necessarily be aposition where a node actually exists, and may be a position indicatedby position information which the node stores.

Note that, although the packet is used in the exemplary embodiments,another type of data may be used. Further, although a mesh-connectednetwork is used in the exemplary embodiments, another type of networkmay be used. Another such network may include a torus network.

First, a preferred exemplary embodiment will be described.

Referring to FIGS. 1A and 1B, there are shown schematic diagramsillustrating an example of the two-step packet broadcasting using thephysical distance. In each of the figures, a meshed cube represents apart of the 3D mesh-connected network including the destination portion.

FIG. 1A shows the first step of the two-step packet broadcasting usingthe physical distance. At the first step, a source node 10 may send apacket to a primary destination node 20 in the destination portion. Notethat the primary destination node 20 serves as one example of theclaimed intermediate node.

FIG. 1B shows the second step of the two-step packet broadcasting usingthe physical distance. At the second step, the primary destination node20 may broadcast packets so that all nodes in the destination portionreceive the packets. In this figure, nodes 31 to 36 are nodes farthestfrom the primary destination node 20 in six directions, among all nodeswhich receive the packets. Note that the destination portion serves asone example of the claimed portion of the network, and all nodes in thedestination portion serve as one example of the claimed plurality ofnodes within the portion of the network.

Referring to FIG. 2, there is shown a schematic diagram illustrating anexample of the second step of the two-step packet broadcasting using thephysical distance on a two-dimensional plane including the nodes 31 to34 of FIG. 1B.

In the preferred exemplary embodiment, directions from the primarydestination node 20 to the nodes 31, 32, 33, and 34 are denoted as aneast direction, a west direction, a south direction, and a northdirection, respectively. Further, spans (i.e., physical distances) fromthe primary destination node 20 to the nodes 31, 32, 33, and 34 aredenoted as an east span 41, a west span 42, a south span 43, and a northspan 44, respectively. The east span 41, the west span 42, the southspan 43, and the north span 44 may define a destination portion 40indicated by hatching. In this figure, the east span 41 is assumed to betwo times as long as the west span 42, and the south span 43 is assumedto be two times as long as the north span 44. Thus, the destinationportion 40 may be asymmetric with respect to the primary destinationnode 20.

In this figure, since the mesh-connected network is two-dimensional, theeast span 41, the west span 42, the south span 43, and the north span 44are used. However, in the 3D mesh-connected network, an up span and adown span may be used in addition to the spans stated above. The up spanmay be a span in an up direction, which is a front direction on thefigure, and the down span may be a span in a down direction, which is arear direction on the figure.

Note that the east span, the west span, the south span, the north span,the up span, and the down span serve as one example of the claimedplurality of physical distances. The east direction and the westdirection serve as one example of the claimed two directions opposite toeach other along a first axis. The south direction and the northdirection serve as one example of the claimed two directions opposite toeach other along a second axis. The up direction and the down directionserve as one example of the claimed two directions opposite to eachother along a third axis.

Referring to FIGS. 3A and 3B, there are shown schematic diagramsillustrating an example of a packet format for the 3D mesh-connectednetwork in the preferred exemplary embodiment.

As shown in FIG. 3A, a packet format 50 may include a header field 60, apayload field 70, and a cyclic redundancy check (CRC) field 80.

As shown in FIG. 3B, the header field 60 may include a flag field 61, aprimary destination field 62, and a span field 63. The flag field 61 maystore a flag indicating whether or not the packet format is meant forthe two-step packet broadcasting. The primary destination field 62 maystore identification information (an IP address, an XYZ coordinate, orthe like) of the primary destination node 20. Note that the primarydestination field 62 serves as one example of the claimed first field.

The span field 63 may include an east span field 631, a west span field632, a south span field 633, a north span field 634, an up span field635, and a down span field 636. The east span field 631, the west spanfield 632, the south span field 633, the north span field 634, the upspan field 635, and the down span field 636 may store the east span, thewest span, the south span, the north span, the up span, and the downspan, respectively. Note that the span field 63 serves as one example ofthe claimed second field. Every time when the packet arrives at acurrent node from an incoming direction, a span field of the currentnode corresponding to the incoming direction may be decremented by aphysical distance between the previous node and the current node.

Referring to FIGS. 4A to 4G, there are shown schematic diagramsillustrating an example of a routing strategy for avoiding duplicatedpackets in the destination portion.

As shown in FIG. 4A, the primary destination node 20 may forward apacket in each of six directions if the span field corresponding to thedirection is not zero.

As shown in FIG. 4B, when receiving a packet from the up direction, thenode 30 may forward the packet in each of five other directions if thespan field corresponding to the direction is not zero. Further, as shownin FIG. 4C, when receiving a packet from the down direction, the node 30may forward the packet in each of five other directions if the spanfield corresponding to the direction is not zero.

As shown in FIG. 4D, when receiving a packet from the east direction,the node 30 may forward a packet in each of the west, south, and northdirections if the span field corresponding to the direction is not zero.Further, as shown in FIG. 4E, when receiving a packet from the westdirection, the node 30 may forward a packet in each of the east, south,and north directions if the span field corresponding to the direction isnot zero.

As shown in FIG. 4F, when receiving a packet from the south direction,the node 30 may forward a packet in the north direction if the northspan field is not zero. Further, as shown in FIG. 4G, when receiving apacket from the north direction, the node 30 may forward a packet in thesouth direction if the south span field is not zero.

Referring to FIG. 5, there is shown a sequence chart representing anexample of the operation of the 3D mesh-connected network according tothe preferred exemplary embodiment.

First, the source node 10 may generate a packet by storing informationin the header field 60 (step 101). Specifically, the source node 10 maystore a flag in the flag field 61, and store identification informationof the primary destination node 20 in the primary destination field 62.Further, the source node 10 may store the east, west, south, north, up,and down spans in the east, west, south, north, up, and down span fields631 to 636, respectively. Subsequently, the source node 10 may send thegenerated packet to the primary destination node 20 (step 102).

In response to sending of the packet by the source node 10, the primarydestination node 20 may receive the packet from the source node 10 (step201). Subsequently, the primary destination node 20 may send the packetin each of six directions if the span field corresponding to thedirection is not zero (step 202).

Meanwhile, the node 30 may receive the packet from the previous node(step 301). The previous node may be either one of the primarydestination node 20 and a node which has received the packet from theprimary destination node 20. When receiving the packet, the node 30 maysubtract a physical distance from the previous node along an incomingdirection, from a span stored in a span field corresponding to theincoming direction (step 302). For example, when receiving the packetfrom the up direction, the node 30 may subtract the physical distancefrom the previous node along the up direction, from an up span stored inthe up span field 635. When receiving the packet from the eastdirection, the node 30 may subtract the physical distance from theprevious node along the east direction, from an east span stored in theeast span field 631. Further, when receiving the packet from the southdirection, the node 30 may subtract the physical distance from theprevious node along the south direction, from a south span stored in thesouth span field 633.

Then, the node 30 may specify one or more outgoing directions dependingon the incoming direction (step 303). For example, when receiving thepacket from the up direction, the node 30 may specify five outgoingdirections shown in FIG. 4B. When receiving the packet from the eastdirection, the node 30 may specify three outgoing directions shown inFIG. 4D. Further, when receiving the packet from the south direction,the node 30 may specify one outgoing direction shown in FIG. 4F.Subsequently, the node 30 may send the packet in each of the specifieddirections if the span field corresponding to the direction is not zero(step 304).

Referring to FIGS. 6A to 6D, there are shown schematic diagramsillustrating a difference between hop control in a conventionaltechnique and physical distance control in the preferred exemplaryembodiment.

FIGS. 6A and 6B show the difference in the case of a fully symmetricmesh-connected network. The fully symmetric mesh-connected networkindicates a mesh-connected network which is not a cluster of pluralmesh-connected sub networks and does not include any shortcut links.

When the hop control is used, as shown in FIG. 6A, a destination portion40 a may be symmetric with respect to a primary destination node 20 a.

On the other hand, when the physical distance control is used, as shownin FIG. 6B, a destination portion 40 b can be asymmetric with respect tothe center point of the destination portion 40 b, and a primarydestination node 20 b can be located at a position other than the centerpoint. In other words, the destination portion 40 b can be asymmetricwith respect to the primary destination node 20 b.

FIGS. 6C and 6D show the difference in the case of an asymmetricmesh-connected network like a human brain. The asymmetric mesh-connectednetwork indicates a mesh-connected network which is a cluster of pluralmesh-connected sub networks separated from each other and includes oneor more shortcut links.

When the hop control is used, as shown in FIG. 6C, a destination portionmay protrude to other mesh-connected sub networks. In the figure, a partof the destination portion which does not protrude to othermesh-connected sub networks is denoted as a portion 40 c, and a part ofthe destination portion which protrudes to another mesh-connected subnetwork is denoted as a portion 40 d. Further, shortcut links may makeother parts of the destination portion on the outside of the portion 40c. In the figure, a part of the destination portion made by a shortcutlink 47 c is denoted as a portion 48 c, and a part of the destinationportion made by a shortcut link 47 d is denoted as a portion 48 d.

On the other hand, when the physical distance control is used, as shownin FIG. 6D, a destination portion cannot protrude to othermesh-connected sub networks. In the figure, an entire part of thedestination portion which does not protrude to other mesh-connected subnetworks is denoted as a portion 40 e. Further, shortcut links can makeno other parts of the destination portion on the outside of the portion40 e. In the figure, although a shortcut link 47 e comes out of theportion 40 e, the shortcut link 47 e can make no other parts on theoutside of the portion 40 e. In other words, the portion 40 e excludes aspecific node which is outside of the portion 40 e and is linked by theshortcut link 47 e to a node within the portion 40 e, even if a numberof links from a primary destination node 20 e to the specific node and anumber of links from the primary destination node 20 e to a node withinthe portion 40 e are equivalent.

In the foregoing, the source node 10 is assumed to send the packet tothe primary destination node 20 by designating the primary destinationnode 20 in the packet. However, the source node 10 may send the packetto the primary destination node 20 via at least one pre-stagedestination node by designating the at least one pre-stage destinationnode and the primary destination node 20 in the packet. Alternatively,the source node 10 may send the packet to plural primary destinationnodes by designating the plural primary destination nodes in the packet.In this case, each of the plural primary destination nodes may send thepacket to all nodes in the destination portion corresponding to theprimary destination node.

Next, an alternative exemplary embodiment will be described.

In the alternative exemplary embodiment, the span field 63 of the headerfield 60 is assumed to include only one span field, instead of the east,west, south, north, up, and down span fields 631 to 636 of FIG. 3B.

The one span field may store a span in the east, west, south, north, up,and down directions. This is a special case in which the east, west,south, north, up, and down spans are equal to one another. In this case,when the packet arrives at a current node, the current node maydetermine whether or not it is within the destination portion bycomparing each of three physical distances with the span stored in theone span field. The three physical distances may be a physical distancebetween coordinates of the primary destination node and the current nodealong an east-west direction, a physical distance between coordinates ofthese two nodes along a north-south direction, and a physical distancebetween coordinates of these two nodes along an up-down direction.

Alternatively, the one span field may store a span used as a radiusdefining the destination portion which is a sphere. In this case, whenthe packet arrives at a current node, the current node may determinewhether or not it is within the destination portion by comparing onephysical distance with the span stored in the one span field. The onephysical distance may be a physical distance in a straight line betweenthe primary destination node and the current node.

Next, a hardware configuration of each of the nodes in the 3Dmesh-connected network is described. Note that each of the nodes may beimplemented with a computer 90, so the description will be for thehardware configuration of the computer 90.

Referring to FIG. 7, there is shown an example of a hardwareconfiguration of the computer 90. As shown in the figure, the computer90 may include a central processing unit (CPU) 91 serving as one exampleof a processor, a main memory 92 connected to the CPU 91 via amotherboard (M/B) chip set 93 and serving as one example of a memory,and a display driver 94 connected to the CPU 91 via the same M/B chipset 93. A network interface 96, a magnetic disk device 97, an audiodriver 98, and a keyboard/mouse 99 are also connected to the M/B chipset 93 via a bridge circuit 95.

In FIG. 7, the various configurational elements are connected via buses.For example, the CPU 91 and the M/B chip set 93, and the M/B chip set 93and the main memory 92 are connected via CPU buses, respectively. Also,the M/B chip set 93 and the display driver 94 may be connected via anaccelerated graphics port (AGP). However, when the display driver 94includes a PCI express-compatible video card, the M/B chip set 93 andthe video card are connected via a PCI express (PCIe) bus. Also, whenthe network interface 96 is connected to the bridge circuit 95, a PCIExpress may be used for the connection, for example. For connecting themagnetic disk device 97 to the bridge circuit 95, a serial AT attachment(ATA), a parallel-transmission ATA, or peripheral componentsinterconnect (PCI) may be used. For connecting the keyboard/mouse 99 tothe bridge circuit 95, a universal serial bus (USB) may be used.

The present invention may be a system, a method, and/or a computerprogram product. The computer program product may include a computerreadable storage medium (or media) having computer readable programinstructions thereon for causing a processor to carry out aspects of thepresent invention.

The computer readable storage medium can be a tangible device that canretain and store instructions for use by an instruction executiondevice. The computer readable storage medium may be, for example, but isnot limited to, an electronic storage device, a magnetic storage device,an optical storage device, an electromagnetic storage device, asemiconductor storage device, or any suitable combination of theforegoing. A non-exhaustive list of more specific examples of thecomputer readable storage medium includes the following: a portablecomputer diskette, a hard disk, a random access memory (RAM), aread-only memory (ROM), an erasable programmable read-only memory (EPROMor Flash memory), a static random access memory (SRAM), a portablecompact disc read-only memory (CD-ROM), a digital versatile disk (DVD),a memory stick, a floppy disk, a mechanically encoded device such aspunch-cards or raised structures in a groove having instructionsrecorded thereon, and any suitable combination of the foregoing. Acomputer readable storage medium, as used herein, is not to be construedas being transitory signals per se, such as radio waves or other freelypropagating electromagnetic waves, electromagnetic waves propagatingthrough a waveguide or other transmission media (e.g., light pulsespassing through a fiber-optic cable), or electrical signals transmittedthrough a wire.

Computer readable program instructions described herein can bedownloaded to respective computing/processing devices from a computerreadable storage medium or to an external computer or external storagedevice via a network, for example, the Internet, a local area network, awide area network and/or a wireless network. The network may comprisecopper transmission cables, optical transmission fibers, wirelesstransmission, routers, firewalls, switches, gateway computers and/oredge servers. A network adapter card or network interface in eachcomputing/processing device receives computer readable programinstructions from the network and forwards the computer readable programinstructions for storage in a computer readable storage medium withinthe respective computing/processing device.

Computer readable program instructions for carrying out operations ofthe present invention may be assembler instructions,instruction-set-architecture (ISA) instructions, machine instructions,machine dependent instructions, microcode, firmware instructions,state-setting data, or either source code or object code written in anycombination of one or more programming languages, including an objectoriented programming language such as Smalltalk, C++ or the like, andconventional procedural programming languages, such as the “C”programming language or similar programming languages. The computerreadable program instructions may execute entirely on the user'scomputer, partly on the user's computer, as a stand-alone softwarepackage, partly on the user's computer and partly on a remote computeror entirely on the remote computer or server. In the latter scenario,the remote computer may be connected to the user's computer through anytype of network, including a local area network (LAN) or a wide areanetwork (WAN), or the connection may be made to an external computer(for example, through the Internet using an Internet Service Provider).In some embodiments, electronic circuitry including, for example,programmable logic circuitry, field-programmable gate arrays (FPGA), orprogrammable logic arrays (PLA) may execute the computer readableprogram instructions by utilizing state information of the computerreadable program instructions to personalize the electronic circuitry,in order to perform aspects of the present invention.

Aspects of the present invention are described herein with reference toflowchart illustrations and/or block diagrams of methods, apparatus(systems), and computer program products according to embodiments of theinvention. It will be understood that each block of the flowchartillustrations and/or block diagrams, and combinations of blocks in theflowchart illustrations and/or block diagrams, can be implemented bycomputer readable program instructions.

These computer readable program instructions may be provided to aprocessor of a general purpose computer, special purpose computer, orother programmable data processing apparatus to produce a machine, suchthat the instructions, which execute via the processor of the computeror other programmable data processing apparatus, create means forimplementing the functions/acts specified in the flowchart and/or blockdiagram block or blocks. These computer readable program instructionsmay also be stored in a computer readable storage medium that can directa computer, a programmable data processing apparatus, and/or otherdevices to function in a particular manner, such that the computerreadable storage medium having instructions stored therein comprises anarticle of manufacture including instructions which implement aspects ofthe function/act specified in the flowchart and/or block diagram blockor blocks.

The computer readable program instructions may also be loaded onto acomputer, other programmable data processing apparatus, or other deviceto cause a series of operational steps to be performed on the computer,other programmable apparatus or other device to produce a computerimplemented process, such that the instructions which execute on thecomputer, other programmable apparatus, or other device implement thefunctions/acts specified in the flowchart and/or block diagram block orblocks.

The flowchart and block diagrams in the figures illustrate thearchitecture, functionality, and operation of possible implementationsof systems, methods, and computer program products according to variousembodiments of the present invention. In this regard, each block in theflowchart or block diagrams may represent a module, segment, or portionof instructions, which comprises one or more executable instructions forimplementing the specified logical function(s). In some alternativeimplementations, the functions noted in the block may occur out of theorder noted in the figures. For example, two blocks shown in successionmay, in fact, be executed substantially concurrently, or the blocks maysometimes be executed in the reverse order, depending upon thefunctionality involved. It will also be noted that each block of theblock diagrams and/or flowchart illustration, and combinations of blocksin the block diagrams and/or flowchart illustration, can be implementedby special purpose hardware-based systems that perform the specifiedfunctions or acts or carry out combinations of special purpose hardwareand computer instructions.

The descriptions of the various embodiments of the present inventionhave been presented for purposes of illustration, but are not intendedto be exhaustive or limited to the embodiments disclosed. Manymodifications and variations will be apparent to those of ordinary skillin the art without departing from the scope and spirit of the describedembodiments. The terminology used herein was chosen to best explain theprinciples of the embodiments, the practical application or technicalimprovement over technologies found in the marketplace, or to enableothers of ordinary skill in the art to understand the embodimentsdisclosed herein.

What is claimed is:
 1. A three-dimensional mesh network system including a plurality of nodes of a machine intelligence system, the network system comprising: a source node; an intermediate node; and a plurality of destination nodes having assigned, to each destination node of the plurality of destination nodes, position information identifying a position of the node within the mesh network system, the position within the mesh network system being determined independently of an actual position of each destination node, wherein: the source node addresses data to the intermediate node and sends the data to the intermediate node over the mesh network system, the intermediate node sends the data to the plurality of destination nodes, and the plurality of destination nodes are a portion of the mesh network system, the portion being a volume defined by at least one physical distance from the intermediate node, the at least one physical distance provided in the data sent over the mesh network system.
 2. The network system of claim 1, wherein the portion is defined based on a plurality of physical distances in a plurality of directions from the intermediate node.
 3. The network system of claim 2, wherein the source node sets information in the data, prior to sending the data to the intermediate node, the information indicating the plurality of physical distances in the plurality of directions from the intermediate node, and the plurality of destination nodes confirms that they are within the portion, using the information, in response to receiving the data from the intermediate node.
 4. The network system of claim 2, wherein the plurality of directions includes two directions opposite to each other along a first axis, two directions opposite to each other along a second axis, and two directions opposite to each other along a third axis, wherein the first axis, the second axis, and the third axis perpendicularly cross each other.
 5. The network system of claim 1, wherein the portion has an asymmetric shape with respect to the intermediate node.
 6. The network system of claim 1, wherein the portion excludes a specific node which is outside of the portion and is linked by a shortcut link to a node within the portion, even if a number of links from the intermediate node to the specific node and a number of links from the intermediate node to the node within the portion are equivalent.
 7. The network system of claim 1, wherein the portion is defined based on one physical distance from the intermediate node.
 8. The network system of claim 7, wherein the source node sets information in the data, prior to sending the data to the intermediate node, the information indicating the one physical distance from the intermediate node, and the plurality of destination nodes confirms that they are within the portion, using the information, in response to receiving the data from the intermediate node.
 9. The network system of claim 1, wherein the portion is defined based on six physical distances from the intermediate node.
 10. The network system of claim 9, wherein the six physical distances from the intermediate node includes two physical distances opposite to each other along a first axis, two physical distances opposite to each other along a second axis, and two physical distances opposite to each other along a third axis, wherein the first axis, the second axis, and the third axis perpendicularly cross each other.
 11. A memory embodying a structure of data to be sent in a three-dimensional mesh network which includes a plurality of nodes of a machine intelligence system, the structure comprising: a first field storing information indicating an intermediate node to which a source node sends the data; and a second field storing information indicating at least one physical distance from the intermediate node, the at least one physical distance defining a portion of the network, the portion defining a volume including a plurality of destination nodes to which the intermediate node sends the data, wherein inclusion of the plurality of destination nodes in the volume being determined independent of actual positions of the plurality of nodes relative to the intermediate node.
 12. The memory of claim 11, wherein the second field stores information indicating a plurality of physical distances in a plurality of directions from the intermediate node.
 13. The memory of claim 11, wherein the second field stores information indicating one physical distance from the intermediate node.
 14. The memory of claim 11, wherein the second field stores information indicating six physical distances from the intermediate node.
 15. The memory of claim 14, wherein the six physical distances from the intermediate node includes two physical distances opposite to each other along a first axis, two physical distances opposite to each other along a second axis, and two physical distances opposite to each other along a third axis, wherein the first axis, the second axis, and the third axis perpendicularly cross each other.
 16. A three-dimensional mesh network system including a plurality of nodes of a machine intelligence system, the network system comprising: a source node; an intermediate node; and a plurality of destination nodes having assigned, to each destination node of the plurality of destination nodes, position information identifying a position of the node within the mesh network system, the position within the mesh network system being determined regardless of an actual position of each destination node, wherein: the source node addresses data to the intermediate node and sends the data to the intermediate node over the mesh network system, the intermediate node sends the data to the plurality of destination nodes, and the plurality of destination nodes are a portion of the mesh network system, the portion being a volume defined by at least one physical distance from the intermediate node, the at least one physical distance provided in the data sent over the mesh network system.
 17. The network system of claim 16, wherein the portion is defined based on a plurality of physical distances in a plurality of directions from the intermediate node.
 18. The network system of claim 17, wherein the source node sets information in the data, prior to sending the data to the intermediate node, the information indicating the plurality of physical distances in the plurality of directions from the intermediate node, and the plurality of destination nodes confirms that they are within the portion, using the information, in response to receiving the data from the intermediate node.
 19. The network system of claim 17, wherein the plurality of directions includes two directions opposite to each other along a first axis, two directions opposite to each other along a second axis, and two directions opposite to each other along a third axis, wherein the first axis, the second axis, and the third axis perpendicularly cross each other.
 20. The network system of claim 16, wherein the portion has an asymmetric shape with respect to the intermediate node. 